Towards calibrated and scalable uncertainty representations for neural networks

28 October 2019

Papers citing "Towards calibrated and scalable uncertainty representations for neural networks"

6 / 6 papers shown

Title
Promises and Pitfalls of Threshold-based Auto-labeling Harit Vishwakarma Heguang Lin Frederic Sala Ramya Korlakai Vinayak 39 9 0 22 Nov 2022
The Unreasonable Effectiveness of Deep Evidential Regression N. Meinert J. Gawlikowski Alexander Lavin UQCV EDL 197 35 0 20 May 2022
Multivariate Deep Evidential Regression N. Meinert Alexander Lavin BDL PER EDL UQCV 37 21 0 13 Apr 2021
A Financial Service Chatbot based on Deep Bidirectional Transformers S. Yu Yuxin Chen Hussain Zaidi 35 33 0 17 Feb 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 367 10,639 0 19 Feb 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 278 5,695 0 05 Dec 2016